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Instructor-Led Classroom Adult Training in Singapore - Learn New Skills to Enhance Your Employability from our SkillsFuture Courses

Data Analytics

We offer a number of data analytics and data visualization courses in Singapore with various software - Excel, R, Python, Pandas, D3

You can apply SkillsFuture Credit and WDA subsidy for those SkillsFuture and WDA approved courses. All courses are PIC claimable

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  • Statistical Data Analysis Training with Excel

    5 Review(s)
    Microsoft Excel is an important tool to perform statistical data analysis. This course provides an overview of the fundamentals, from performing common calculations to conducting Bayesian analysis with Excel. The trainer will start with the foundational concepts, including an introduction to the central limit theorem, and then shows how to visualize data, relationships, and future results with Excel's histograms, gra....
    $298.00

  • Creating an Interactive Excel Dashboards for Business Analytics

    2 Review(s)
    Learn how to explore and analyze your data by creating an interactive dashboard in Excel using pivot tables and Visual Basic. In this course, you will learn how to create a dynamic template to generate business reports for customers and to better understand your own data. You'll learn how to import external data, design a template using pivot tables, and add slicers, macros, and action buttons to make the template mo....
    $248.00

  • Text Mining with R

    It is estimated that over 70% of potentially useable business information is unstructured, often in the form of text data. Text mining provides a collection of techniques that allow us to derive actionable insights from these data. This course will show you the various tools and major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making....
    $298.00

  • R Statistics Essential Training

    17 Review(s)
    R is the language of big data—a statistical programming language that helps describe, mine, and test relationships between large amounts of data. The trainer will use R to model statistical relationships using graphs, calculations, tests, and other analysis tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, ....
    $298.00

  • Advanced R Data Analysis Training

    7 Review(s)
    This is an extension of the R Statistics Essential Training. R is a software package that provides a language and an environment for data manipulation and statistics calculation. This course will go through some advanced data analysis concepts techniques such as data extraction, data pre processing, data visualization, data modeling and finally data presentation Topics include: qqplots for data visualization dow....
    $298.00

  • Full Tableau Training

    8 Review(s)
    This is a 2 full day Tableau training for data visualisation. Tableau is designed for data science. This Tableau Essential Training explains how to analyze and present data using this powerful data visualisation program.  Topics include: Tableau Worksheets Data Visualisation View Tableau Dashboard & Story Actions Connecting to a Data Source Data Join and Data Pivot Organise Data with Filter, Group ....
    $498.00

  • Data Mining Training with RapidMiner

    RapidMiner allows organizations to use predictive analytics in order to gain competitive advantage through optimizing their businesses. RapidMiner provides the advanced analytics needed to increase marketing response rates, reduce customer churn, detect machine failures, plan preventive maintenance, and detect fraud, among others RapidMiner’s unique visual development paradigm lets you derive benefits from ana....
    $498.00

  • Tableau Essential Training

    2 Review(s)
    Tableau is designed for data science. This Tableau Essential Training explains how to analyze and present data using this powerful data visualization program. You will learn to install Tableau, import data sources, join data sources, create and manipulate data visualizations, visual analytics, parameter calculation Topics include: Connecting to a data source Joining related data sources Creating visualizations ....
    $298.00

  • Solving Problems with Machine Learning

    1 Review(s)
    Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine Learning algorithms comb through data and identify patterns that are too complex to be discerned by the human mind. These patterns can then be used for decision making and action. In this course we will use a Graphical User Interface (GUI) based Machine Learning to....
    $298.00

  • Social Media Analysis using R

    The Social Network Analysis Using R course show you how to visualize and analyze data from a social network like Twitter or Facebook with the text-based statistical language, The topics include: Formatting data Creating network graphs Measuring connectedness and betweenness of points Visualizing a network Analayzing Twitter, Facebook, Google Plus and Youtube data SSG WSG SkillsConnect WDA Absentee Payroll....
    $298.00

  • Data Mining with R Rattle Training

    R continues to be the platform of choice for the data scientist. Rattle is an open source GUI for data mining and is used widely for Machine Learning and Data Mining by Data Scientists. Rattle allows for a easy point an click interface which provides easy access to build analytical models and draw useful inferences from them. Paticipants will discover the basic concepts of data mining and machine learning a....
    $298.00

  • Data Visualization with D3.js

    1 Review(s)
    Creating data-driven visualizations and infographics that run on multiple devices responsively is a tough challenge. The D3.js library has revolutionized visualization by making it easier to parse your data and add meaningful interactivity. All you need to bring your data to life is D3, plus a bit of HTML, CSS, and JavaScript, and some SVG graphics. In this course, the trainer will show you how the D3 library works, ....
    $298.00

  • Data and Text Mining with Orange

    All data science begins with good data. Data mining is a framework for collecting, searching, and filtering raw data in a systematic matter, ensuring you have clean data from the start. It also helps you parse large data sets, and get at the most meaningful, useful information. Orange is the latest and newest open source machine learning and data visualization tool for novice and expert. It has an intuitive and Inter....
    $298.00

  • Data Analysis with Python Essential Training

    5 Review(s)
    The world generates data at an increasing pace. Consumers, sensors, or scientific experiments emit data points every day. In finance, business, administration and the natural or social sciences, working with data can make up a significant part of the job. Being able to efficiently work with small or large datasets has become a valuable skill. Working with bigger datasets is getting simpler and sharing research findi....
    $298.00

  • Python Machine Learning with Scikit Learn Training

    7 Review(s)
    This training aims to equip you with basic machine learning knowledge using Python scikit-learn package such as regression, classification, clustering, decision trees and neural networks. The topics include: Supervised Learning Classification Linear regression Unsupervised Learning Clustering Principal Component Analysis (PCA) Decision Tree Basics of Neural Network SSG WSG SkillsConnect WDA Absentee Pay....
    $298.00

  • R Data Visualization Training

    1 Review(s)
    This R data visualization training course will teach you how how to use R for graphical presentation, data visualization and building interactive applications. Topics include: Basic plots in R 3D and higher dimensional plots Heat Maps and Tree Maps ggplots Shiny SSG WSG SkillsConnect WDA Absentee Payroll for Company....
    $298.00

  • Statistical Analysis with R Commander

    1 Review(s)
    R continues to be the platform of choice for the data scientist.  R Commander together with its plug-ins is perhaps the most viable R-alternative to commercial statistical packages like SPSS. R Commander does many of the simple statistical tests and many higher-level statistics and models and most of the analyses that most researchers need. This course includes: Installing R commander with it's plugins ....
    $298.00

  • Interactive Web Apps Presentation Using Shiny & R

    The Interactive Web Apps and Presentation Using Shiny and R will show you how to create interactive presentations of large data sets with R, RStudio, and Shiny, an R-based tool for producing interactive, web-ready data visualizations. Learn why these tools are important to data scientists, how to configure and install them, and how to use them to make your findings more clear and engaging.  The topics include: ....
    $298.00

  • Deep Learning and Machine Learning with TensorFlow

    10 Review(s)
    Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data. TensorFlow is one of the newest and most comprehensive libraries for implementing deep learning. This course will show you how to build deep learning applications using Tensorflow. The topics include ....
    $498.00

  • Deep Learning with Keras

    Keras is a popular high level programming framework for deep learning that simplifies the process of building deep learning applications. Instead of coding in low level TensorFlow and provide all the details, Keras provides a simplified programming interface wrapper over Tensorflow. In this course, you will learn how use Keras for deep learning and machine learning,  CNN, RNN, and explore many powerful pre-train....
    $298.00

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